research
∙
07/17/2023
Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs
Biological nervous systems are created in a fundamentally different way ...
share
research
∙
02/12/2023
MarioGPT: Open-Ended Text2Level Generation through Large Language Models
Procedural Content Generation (PCG) algorithms provide a technique to ge...
research
∙
05/12/2022
Minimal Neural Network Models for Permutation Invariant Agents
Organisms in nature have evolved to exhibit flexibility in face of chang...
research
∙
02/12/2021
Improving Object Detection in Art Images Using Only Style Transfer
Despite recent advances in object detection using deep learning neural n...
research
∙
12/08/2020
EvoCraft: A New Challenge for Open-Endedness
This paper introduces EvoCraft, a framework for Minecraft designed to st...
research
∙
10/09/2020
Deep Learning for Procedural Content Generation
Procedural content generation in video games has a long history. Existin...
research
∙
08/13/2020
crea.blender: A Neural Network-Based Image Generation Game to Assess Creativity
We present a pilot study on crea.blender, a novel co-creative game desig...
research
∙
05/06/2020
Safe Reinforcement Learning through Meta-learned Instincts
An important goal in reinforcement learning is to create agents that can...
research
∙
11/29/2019
Procedural Content Generation: From Automatically Generating Game Levels to Increasing Generality in Machine Learning
The idea behind procedural content generation (PCG) in games is to creat...
research
∙
08/25/2017
